deep-unfolding

There are 1 repository under deep-unfolding topic.

hqyyqh888 / DeepUnfolding_WMMSE
Iterative Algorithm Induced Deep-Unfolding Neural Networks: Precoding Design for Multiuser MIMO Systems
deep-learning-for-communications deep-unfolding beamforming-design multiuser-mimo-systems unfolded-wmmse
Language:Python 51
hqyyqh888 / DDQN_BeamSelection
Joint Deep Reinforcement Learning and Unfolding: Beam Selection and Precoding for mmWave Multiuser MIMO With Lens Arrays
deep-learning-for-communications deep-reinforcement-learning deep-unfolding beam-selection-and-precoding multiuser-mimo-with-lens-arrays
Language:Python 35
Guaishou74851 / CASNet
Content-aware Scalable Deep Compressed Sensing (TIP 2022) [PyTorch]
compressed-sensing computer-vision deep-learning deep-unfolding image-processing image-restoration optimization scalability
Language:Python 28
Rawwad-Alhejaili / Recursions-Are-All-You-Need
A recursive framework to enhance the efficiency of deep unfolding networks.
compressed-sensing compressive-sensing deep-learning deep-unfolding pytorch
Language:Python 3
s-takabe / unfolded_simbif
Deep Unfolded Simulated Bifurcation for Massive MIMO Signal Detection
deep-unfolding
Language:Jupyter Notebook 2
kchu25 / UnfoldCDL.jl
Deep Unfolded Convolutional Dictionary Learning for motif discovery.
deep-learning motif-discovery motif-finding convolutional-dictionary-learning regulatory-genomics machine-learning transcription-factor-binding-site interpretable-deep-learning interpretable-machine-learning deep-unfolding julia
Language:Julia 1